Yu, Pengfei

1. FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
   2018/10/24 by Han, Xu, Zhu, Hao, Yu, Pengfei +4 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music
   2024/02/15 by Wang, Zihao, Li, Shuyu, Zhang, Tao +6 · 6 citations
   #68Txx(Primary)14F05 #91Fxx(Secondary) #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.7 #J.5 #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
3. Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models
   2024/07/10 by Yuji Zhang, Sha Li, Zhang, Yuji +13 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare
4. RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
   2023/05/19 by Tianci Xue, Xue, Tianci, Ziqi Wang +9 · 4 citations
   Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Explainable Artificial Intelligence (XAI)
5. Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy
   2023/05/29 by Yu, Pengfei, Ji, Heng · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination
   2025/02/22 by Zhang, Yuji, Li, Sha, Qian, Cheng +8 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines
   2025/02/01 by Ping Yu, Dongming Shen, Yu, Pengfei +19 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation
   2025/02/25 by Pengzhi Li, Li, Pengzhi, Ping Yu +12 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries
   2024/02/17 by Jiateng Liu, Pengfei Yu, Liu, Jiateng +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms
10. Why Does New Knowledge Create Messy Ripple Effects in LLMs?
    2024/07/02 by Qin, Jiaxin, Zhang, Zixuan, Li, Manling +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. SABER: Small Actions, Big Errors -- Safeguarding Mutating Steps in LLM Agents
    2025/11/26 by Cuadron, Alejandro, Yu, Pengfei, Liu, Yang +1 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation